Geomaterials & Geomechanics for Sustainable Energy Infrastructure
Published:
▶ Porous sedimentary rock, compaction bands form perpendicular to 𝜎1: grain crushing, cataclastis, porosity/permeability reduction. Geological reservoirs, CO2 storage, and hazardous waste. ▶ Elastoplastic damage + grain crushing + pore collapse instability to model compaction bands in porous rocks. ▶ Constitutive models often phenomenological. User-bias. ▶ Shale sedimentary rock, clay mineral makeup give ductility and self-healing. Low porosity/permeability → seal or cap rock. ▶ Shale is laminated and transversely isotropic. But hyperelastic models used in shale computational modeling designed for rubbers. ▶ Constitutive artificial neural networks (CANNs) automatically discover hyperelastic model. CANNs (Linka and Kuhl, 2023) ensure physically interpretable, thermodynamically and mechanistically constrained neural networks. ▶ Design CANN architecture to incorporate transverse isotropy. Energy Geomechanics: Using my coupled solid-fluid hydromechanical models and damage model in SPH method to model fluid flow reduction across compaction bands. Upscale to basin-scale modeling of fluid injection or recovery

